{"id":"W4391873735","doi":"10.1093/jcag/gwad061.267","title":"A267 RECENT IMMIGRANTS WITH INFLAMMATORY BOWEL DISEASE HAVE SIGNIFICANT HEALTH-CARE UTILIZATION FROM PRECONCEPTION TO POSTPARTUM: A POPULATION-BASED COHORT STUDY","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Sinai Health System; University of Calgary; Children's Hospital of Eastern Ontario; Health Sciences Centre; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Inflammatory bowel disease; Immigration; Cohort; Cohort study; Disease; Health care; Obstetrics; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006504327,0.000453564,0.0004231314,0.0006881771,0.001056716,0.0008561944,0.0005572264,0.0006121379,0.002463637],"category_scores_gemma":[0.001257777,0.0006183883,0.0007533069,0.001620115,0.0002535322,0.0005621364,0.0007143255,0.0007789611,0.0007951891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004124901,"about_ca_system_score_gemma":0.0005269711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02443854,"about_ca_topic_score_gemma":0.02634424,"domain_scores_codex":[0.999496,0.00009761172,0.00005901554,0.0001541993,0.00008964892,0.0001035876],"domain_scores_gemma":[0.9993581,0.00006627689,0.0002407342,0.000098893,0.00008310687,0.000152754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001220245,0.00008065059,0.998106,0.00001590262,0.00007350789,0.0001602337,0.0002729787,0.0000141074,0.0001936924,0.00001312782,0.0002102253,0.0007375341],"study_design_scores_gemma":[0.00001696796,0.0001475381,0.9983273,0.00001649106,0.00004150917,0.000328668,0.0006495576,0.0000826985,0.00002885282,0.00001097738,0.0003424656,0.000006903918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984902,0.0001083844,0.0000568487,0.00002801188,0.000006621906,0.00002651471,0.001008781,0.000002615609,0.0002718441],"genre_scores_gemma":[0.9979728,0.0001976809,0.0001183953,0.00006792646,0.00001247978,0.00006143712,0.00113589,0.000003508507,0.000429783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02443854,"threshold_uncertainty_score":0.04859257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129335882889901,"score_gpt":0.2752779840303403,"score_spread":0.2623443957413502,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}